Memory As A Monadic Control Construct In Problem-Solving

Details Memory As A Monadic Control Construct In Problem-Solving Memory As A Monadic Control Construct In Problem-Solving

2004-02-16

arxiv.org/abs/cs/0402035v1

Computer Science

Artificial Intelligence

Scientific paper

Recent advances in programming languages study and design have established a standard way of grounding computational systems representation in category theory. These formal results led to a better understanding of issues of control and side-effects in functional and imperative languages. This framework can be successfully applied to the investigation of the performance of Artificial Intelligence (AI) inference and cognitive systems. In this paper, we delineate a categorical formalisation of memory as a control structure driving performance in inference systems. Abstracting away control mechanisms from three widely used representations of memory in cognitive systems (scripts, production rules and clusters) we explain how categorical triples capture the interaction between learning and problem-solving.

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